inpe´s contribution to redd capacity building: data, applications, and software gilberto câmara...
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INPE´s contribution to REDD Capacity Building: data, applications, and softwareGilberto CâmaraDirector General National Institute for Space Research (INPE)Brazil
REDD Capacity Building
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Data: INPE´s vision for the future
A constellation of satellites and sensors will provide free earth observation data for all countries on Earth
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“A few satellites can cover the entire globe, but there needs to be a system in place to ensure their images are readily available to everyone who needs them. Brazil has set an important precedent by making its Earth-observation data available, and the rest of the world should follow suit.”
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CBERS as a global satellite
CBERS ground stations will cover most of the Earth’s land mass between 300N and 300S
Cuiabá
Boa Vista
Chetumal
MaspalomasAswan
Jo´burg
Nairobi(?)Accra(?)
UrumchiMiyun
Ghuangzhou
Darwin(?)
Alice Springs (?)
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INPE´s Remote Sensing Satellites: 2007-2020
2016
2014
CBERS-5CBERS-4
Amazônia-1
CBERS-3
2015
Amazônia-2
CBERS-6
2017
2019
CBERS-SAR
Amazônia-3
2013
2012
2011
2010
2009
2008
2007
2018
CBERS-2B
CBERS: China Brazil Earth Resources Satellite Amazônia-1: 100% Brazilian
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Optical Satellites: Forestry and Agriculture
1
10
100
1 10 100 1000Resolution (metres)
Revi
sit (
days
)
WFI CBERS-2
CCD CBERS-2/3/4
AWFI CBERS-3/4
MUX CBERS-3/4
Technology 2008
Technology 2015
Technology 2000
50
50
5AWFI
CBERS-5/6
MUXCBERS-5/6
Mapping Agriculture
Mapping Forestry
Deforestation Detection
Description Land Use
5
AWFI Amaz-1/2
LANDSAT
DMC-2
500
MODIS
N.B.: DMC-2 has no global coverage
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~230 scenes Landsat/year
Taxa anual de desmatamento
PRODES: Yearly detailed estimates of clear-cut areas
Applications: Deforestation monitoring
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DETER: 15-day alerts of new large deforested areas
Applications: Deforestation monitoring
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166-112
116-113
116-112
TerraAmazon – open source software for large-scale land change monitoring
Spatial database (PostgreSQL with vectors and images)2004-2008 data: 3 million polygons, 300 GB images, 250 GB
vector data
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Methodology
Soil Image
Vegetation Image
Shade Image
Georeferencing
Import Image
Mixture Model
Interpretation and Edition
Dissemination
Classification
Segmentation
Auditing
Mixture Model
Original Image
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Methodology
Input Soil Image Output Vectors
Georeferencing
Import Image
Mixture Model
Interpretation and Edition
Dissemination
Classification
Segmentation
Auditing
Segmentation
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Georeferencing
Import Image
Mixture Model
Interpretation and Edition
Dissemination
Classification
Segmentation
Auditing
Classification
Methodology
K-means
classification
Input Image
Input Image and Output Clouds
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MethodologyInterpreter has to “check-in” cells to work.
Georeferencing
Import Image
Mixture Model
Interpretation and Edition
Dissemination
Classification
Segmentation
Auditing
I nterpretation and Edition
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Results
Final Map Classes:
Georeferencing
Import Image
Mixture Model
Interpretation and Edition
Dissemination
Classification
Segmentation
Auditing
Dissemination
ForestDeforestarionCloudsNo ForestHydrography
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INPE´s new Regional Centre for Amazonia: Local and international capacity building for
monitoring tropical forests
Belém
new facilities (under construction)
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INPE will promote a workshop in Belem in 2nd half of 2009 to present TerraAmazon and discuss technology transfer to rain forest nations
Next steps
Interested? email to Thelma Krug <[email protected]>